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Cross Validated : Recent Questions and Answers (Page 12)

Find answers to your questions about Cross Validated or help others by answering their Cross Validated questions.

Calculating Gini coefficient with unbound income brackets?

I need to compute the Gini coefficient on some population data arranged in income brackets: for example$0->$1000 : 10000 people$1000->$10000: 50000 peopleMy problem is that the last bracket is...

Asked on 12/21/2021 by Warwick Masson

3 answer

Feature map for the Gaussian kernel

In SVM, the Gaussian kernel is defined as:$$K(x,y)=expleft({-frac{|x-y|_2^2}{2sigma^2}}right)=phi(x)^Tphi(y)$$ where $x, yin mathbb{R^n}$.I do not know the explicit equation of $phi$. I want to know it. I also want...

Asked on 12/21/2021

4 answer

When are real limits used for calculating z score?

I'm taking an introductory statistics course. At first, the textbook talks about real limits in the context of continuous variables and frequency distribution table, that is all clear. But on...

Asked on 12/21/2021 by Gintas_

1 answer

The importance() in randomForest returns different results, how to interpret this?

the importance has two variables %IncMSE and IncNodePurity, my results for these two are totally different...I'm predicting a player's value, and want to know which attributes are more important for...

Asked on 12/21/2021 by Lucy Zhang

1 answer

How to compute confidence interval for leave-one-out cross-validated AUC that is also repeated many times?

I have a small dataset of 100 data points and trained a random forest classifier using nested leave-one-out cross-validation. The details go like this:In each trial out of 10:for each...

Asked on 12/21/2021 by Max Lumberjack

2 answer

Does Discretization improve Classifier Performance?

I am trying to understand the basics of how and when is it ok discretize a variable. Below are some papers that support Supervised Discretization: Improving Classification...

Asked on 12/21/2021

0 answer

Testing differences between samples vs. population

To my knowledge, established tests such as ANOVA are testing the differences between the "underlying population" of sample groups, implying the sample is a representative of something bigger. However, what...

Asked on 12/21/2021

1 answer

Hazard ratio (HR) interpretation for multi-level categorical and continues variables

I start my question with an example. Assume we are calculating HR associated with biological sex in a Cox proportional hazard model. let's say the ratio is 2. Since it...

Asked on 12/21/2021

1 answer

Real-life examples of common distributions

I am a grad student developing an interest for statistics. I like the material over-all, but I sometimes have a hard time thinking about applications to real life. Specifically, my...

Asked on 12/20/2021 by Roark

7 answer

Methodological question: adjusting for confounders in logistic regression

I have three attributes in a dataset (D0), representing the binary response of success or failure (R), some form of treatment or treatment group (T), and a potential confounder (C)...

Asked on 12/20/2021 by tohweizhong

1 answer

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